org.bdgenomics.adam.rdd.variant

VariantContextRDD

case class VariantContextRDD(rdd: RDD[VariantContext], sequences: SequenceDictionary, samples: Seq[Sample], headerLines: Seq[VCFHeaderLine] = ...) extends MultisampleGenomicRDD[VariantContext, VariantContextRDD] with Logging with Product with Serializable

An RDD containing VariantContexts attached to a reference and samples.

rdd

The underlying RDD of VariantContexts.

sequences

The genome sequence these variants were called against.

samples

The genotyped samples in this RDD of VariantContexts.

headerLines

The VCF header lines that cover all INFO/FORMAT fields needed to represent this RDD of VariantContexts.

Linear Supertypes
Serializable, Serializable, Product, Equals, Logging, MultisampleGenomicRDD[VariantContext, VariantContextRDD], GenomicRDD[VariantContext, VariantContextRDD], AnyRef, Any
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  1. VariantContextRDD
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. Logging
  7. MultisampleGenomicRDD
  8. GenomicRDD
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Instance Constructors

  1. new VariantContextRDD(rdd: RDD[VariantContext], sequences: SequenceDictionary, samples: Seq[Sample], headerLines: Seq[VCFHeaderLine] = ...)

    rdd

    The underlying RDD of VariantContexts.

    sequences

    The genome sequence these variants were called against.

    samples

    The genotyped samples in this RDD of VariantContexts.

    headerLines

    The VCF header lines that cover all INFO/FORMAT fields needed to represent this RDD of VariantContexts.

Value Members

  1. final def !=(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  2. final def !=(arg0: Any): Boolean

    Definition Classes
    Any
  3. final def ##(): Int

    Definition Classes
    AnyRef → Any
  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  5. final def ==(arg0: Any): Boolean

    Definition Classes
    Any
  6. final def asInstanceOf[T0]: T0

    Definition Classes
    Any
  7. def broadcastRegionJoin[X, Y <: GenomicRDD[X, Y], Z <: GenomicRDD[(VariantContext, X), Z]](genomicRdd: GenomicRDD[X, Y])(implicit tTag: ClassTag[VariantContext], xTag: ClassTag[X]): GenomicRDD[(VariantContext, X), Z]

    Performs a broadcast inner join between this RDD and another RDD.

    Performs a broadcast inner join between this RDD and another RDD.

    In a broadcast join, the left RDD (this RDD) is collected to the driver, and broadcast to all the nodes in the cluster. The key equality function used for this join is the reference region overlap function. Since this is an inner join, all values who do not overlap a value from the other RDD are dropped.

    genomicRdd

    The right RDD in the join.

    returns

    Returns a new genomic RDD containing all pairs of keys that overlapped in the genomic coordinate space.

    Definition Classes
    GenomicRDD
  8. def broadcastRegionJoinAndGroupByRight[X, Y <: GenomicRDD[X, Y], Z <: GenomicRDD[(Iterable[VariantContext], X), Z]](genomicRdd: GenomicRDD[X, Y])(implicit tTag: ClassTag[VariantContext], xTag: ClassTag[X]): GenomicRDD[(Iterable[VariantContext], X), Z]

    Performs a broadcast inner join between this RDD and another RDD.

    Performs a broadcast inner join between this RDD and another RDD.

    In a broadcast join, the left RDD (this RDD) is collected to the driver, and broadcast to all the nodes in the cluster. The key equality function used for this join is the reference region overlap function. Since this is an inner join, all values who do not overlap a value from the other RDD are dropped.

    genomicRdd

    The right RDD in the join.

    returns

    Returns a new genomic RDD containing all pairs of keys that overlapped in the genomic coordinate space.

    Definition Classes
    GenomicRDD
  9. def buildTree(rdd: RDD[(ReferenceRegion, VariantContext)])(implicit tTag: ClassTag[VariantContext]): IntervalArray[ReferenceRegion, VariantContext]

    Attributes
    protected
    Definition Classes
    VariantContextRDDGenomicRDD
  10. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  11. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  12. def filterByOverlappingRegion(query: ReferenceRegion): VariantContextRDD

    Runs a filter that selects data in the underlying RDD that overlaps a single genomic region.

    Runs a filter that selects data in the underlying RDD that overlaps a single genomic region.

    query

    The region to query for.

    returns

    Returns a new GenomicRDD containing only data that overlaps the query region.

    Definition Classes
    GenomicRDD
  13. def filterByOverlappingRegions(querys: List[ReferenceRegion]): VariantContextRDD

    Runs a filter that selects data in the underlying RDD that overlaps several genomic regions.

    Runs a filter that selects data in the underlying RDD that overlaps several genomic regions.

    querys

    The regions to query for.

    returns

    Returns a new GenomicRDD containing only data that overlaps the querys region.

    Definition Classes
    GenomicRDD
  14. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  15. def flattenRddByRegions(): RDD[(ReferenceRegion, VariantContext)]

    Attributes
    protected
    Definition Classes
    GenomicRDD
  16. def fullOuterShuffleRegionJoin[X, Y <: GenomicRDD[X, Y], Z <: GenomicRDD[(Option[VariantContext], Option[X]), Z]](genomicRdd: GenomicRDD[X, Y], optPartitions: Option[Int] = None)(implicit tTag: ClassTag[VariantContext], xTag: ClassTag[X]): GenomicRDD[(Option[VariantContext], Option[X]), Z]

    Performs a sort-merge full outer join between this RDD and another RDD.

    Performs a sort-merge full outer join between this RDD and another RDD.

    In a sort-merge join, both RDDs are co-partitioned and sorted. The partitions are then zipped, and we do a merge join on each partition. The key equality function used for this join is the reference region overlap function. Since this is a full outer join, if a value from either RDD does not overlap any values in the other RDD, it will be paired with a None in the product of the join.

    genomicRdd

    The right RDD in the join.

    returns

    Returns a new genomic RDD containing all pairs of keys that overlapped in the genomic coordinate space, and values that did not overlap will be paired with a None.

    Definition Classes
    GenomicRDD
  17. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any
  18. def getReferenceRegions(elem: VariantContext): Seq[ReferenceRegion]

    elem

    The variant context to get a reference region for.

    returns

    Returns a seq containing the position key from the variant context.

    Attributes
    protected
    Definition Classes
    VariantContextRDDGenomicRDD
  19. val headerLines: Seq[VCFHeaderLine]

    The VCF header lines that cover all INFO/FORMAT fields needed to represent this RDD of VariantContexts.

  20. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any
  21. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging
  22. lazy val jrdd: JavaRDD[VariantContext]

    The underlying RDD of genomic data, as a JavaRDD.

    The underlying RDD of genomic data, as a JavaRDD.

    Definition Classes
    GenomicRDD
  23. def leftOuterShuffleRegionJoin[X, Y <: GenomicRDD[X, Y], Z <: GenomicRDD[(VariantContext, Option[X]), Z]](genomicRdd: GenomicRDD[X, Y], optPartitions: Option[Int] = None)(implicit tTag: ClassTag[VariantContext], xTag: ClassTag[X]): GenomicRDD[(VariantContext, Option[X]), Z]

    Performs a sort-merge left outer join between this RDD and another RDD.

    Performs a sort-merge left outer join between this RDD and another RDD.

    In a sort-merge join, both RDDs are co-partitioned and sorted. The partitions are then zipped, and we do a merge join on each partition. The key equality function used for this join is the reference region overlap function. Since this is a left outer join, all values in the right RDD that do not overlap a value from the left RDD are dropped. If a value from the left RDD does not overlap any values in the right RDD, it will be paired with a None in the product of the join.

    genomicRdd

    The right RDD in the join.

    returns

    Returns a new genomic RDD containing all pairs of keys that overlapped in the genomic coordinate space, and all keys from the left RDD that did not overlap a key in the right RDD.

    Definition Classes
    GenomicRDD
  24. def log: Logger

    Attributes
    protected
    Definition Classes
    Logging
  25. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    Attributes
    protected
    Definition Classes
    Logging
  26. def logDebug(msg: ⇒ String): Unit

    Attributes
    protected
    Definition Classes
    Logging
  27. def logError(msg: ⇒ String, throwable: Throwable): Unit

    Attributes
    protected
    Definition Classes
    Logging
  28. def logError(msg: ⇒ String): Unit

    Attributes
    protected
    Definition Classes
    Logging
  29. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    Attributes
    protected
    Definition Classes
    Logging
  30. def logInfo(msg: ⇒ String): Unit

    Attributes
    protected
    Definition Classes
    Logging
  31. def logName: String

    Attributes
    protected
    Definition Classes
    Logging
  32. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    Attributes
    protected
    Definition Classes
    Logging
  33. def logTrace(msg: ⇒ String): Unit

    Attributes
    protected
    Definition Classes
    Logging
  34. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    Attributes
    protected
    Definition Classes
    Logging
  35. def logWarning(msg: ⇒ String): Unit

    Attributes
    protected
    Definition Classes
    Logging
  36. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  37. final def notify(): Unit

    Definition Classes
    AnyRef
  38. final def notifyAll(): Unit

    Definition Classes
    AnyRef
  39. def pipe[X, Y <: GenomicRDD[X, Y], V <: InFormatter[VariantContext, VariantContextRDD, V]](cmd: String, files: Seq[String] = Seq.empty, environment: Map[String, String] = Map.empty, flankSize: Int = 0)(implicit tFormatterCompanion: InFormatterCompanion[VariantContext, VariantContextRDD, V], xFormatter: OutFormatter[X], convFn: (VariantContextRDD, RDD[X]) ⇒ Y, tManifest: ClassTag[VariantContext], xManifest: ClassTag[X]): Y

    Pipes genomic data to a subprocess that runs in parallel using Spark.

    Pipes genomic data to a subprocess that runs in parallel using Spark.

    Files are substituted in to the command with a $x syntax. E.g., to invoke a command that uses the first file from the files Seq, use $0.

    Pipes require the presence of an InFormatterCompanion and an OutFormatter as implicit values. The InFormatterCompanion should be a singleton whose apply method builds an InFormatter given a specific type of GenomicRDD. The implicit InFormatterCompanion yields an InFormatter which is used to format the input to the pipe, and the implicit OutFormatter is used to parse the output from the pipe.

    X

    The type of the record created by the piped command.

    Y

    A GenomicRDD containing X's.

    V

    The InFormatter to use for formatting the data being piped to the command.

    cmd

    Command to run.

    files

    Files to make locally available to the commands being run. Default is empty.

    environment

    A map containing environment variable/value pairs to set in the environment for the newly created process. Default is empty.

    flankSize

    Number of bases to flank each command invocation by.

    returns

    Returns a new GenomicRDD of type Y.

    Definition Classes
    GenomicRDD
  40. val rdd: RDD[VariantContext]

    The underlying RDD of VariantContexts.

    The underlying RDD of VariantContexts.

    Definition Classes
    VariantContextRDDGenomicRDD
  41. def replaceRdd(newRdd: RDD[VariantContext]): VariantContextRDD

    newRdd

    The RDD of VariantContexts to replace the underlying RDD.

    returns

    Returns a new VariantContextRDD where the underlying RDD has been replaced.

    Attributes
    protected
    Definition Classes
    VariantContextRDDGenomicRDD
  42. def rightOuterBroadcastRegionJoin[X, Y <: GenomicRDD[X, Y], Z <: GenomicRDD[(Option[VariantContext], X), Z]](genomicRdd: GenomicRDD[X, Y])(implicit tTag: ClassTag[VariantContext], xTag: ClassTag[X]): GenomicRDD[(Option[VariantContext], X), Z]

    Performs a broadcast right outer join between this RDD and another RDD.

    Performs a broadcast right outer join between this RDD and another RDD.

    In a broadcast join, the left RDD (this RDD) is collected to the driver, and broadcast to all the nodes in the cluster. The key equality function used for this join is the reference region overlap function. Since this is a right outer join, all values in the left RDD that do not overlap a value from the right RDD are dropped. If a value from the right RDD does not overlap any values in the left RDD, it will be paired with a None in the product of the join.

    genomicRdd

    The right RDD in the join.

    returns

    Returns a new genomic RDD containing all pairs of keys that overlapped in the genomic coordinate space, and all keys from the right RDD that did not overlap a key in the left RDD.

    Definition Classes
    GenomicRDD
  43. def rightOuterBroadcastRegionJoinAndGroupByRight[X, Y <: GenomicRDD[X, Y], Z <: GenomicRDD[(Iterable[VariantContext], X), Z]](genomicRdd: GenomicRDD[X, Y])(implicit tTag: ClassTag[VariantContext], xTag: ClassTag[X]): GenomicRDD[(Iterable[VariantContext], X), Z]

    Performs a broadcast right outer join between this RDD and another RDD.

    Performs a broadcast right outer join between this RDD and another RDD.

    In a broadcast join, the left RDD (this RDD) is collected to the driver, and broadcast to all the nodes in the cluster. The key equality function used for this join is the reference region overlap function. Since this is a right outer join, all values in the left RDD that do not overlap a value from the right RDD are dropped. If a value from the right RDD does not overlap any values in the left RDD, it will be paired with a None in the product of the join.

    genomicRdd

    The right RDD in the join.

    returns

    Returns a new genomic RDD containing all pairs of keys that overlapped in the genomic coordinate space, and all keys from the right RDD that did not overlap a key in the left RDD.

    Definition Classes
    GenomicRDD
  44. def rightOuterShuffleRegionJoin[X, Y <: GenomicRDD[X, Y], Z <: GenomicRDD[(Option[VariantContext], X), Z]](genomicRdd: GenomicRDD[X, Y], optPartitions: Option[Int] = None)(implicit tTag: ClassTag[VariantContext], xTag: ClassTag[X]): GenomicRDD[(Option[VariantContext], X), Z]

    Performs a sort-merge right outer join between this RDD and another RDD.

    Performs a sort-merge right outer join between this RDD and another RDD.

    In a sort-merge join, both RDDs are co-partitioned and sorted. The partitions are then zipped, and we do a merge join on each partition. The key equality function used for this join is the reference region overlap function. Since this is a right outer join, all values in the left RDD that do not overlap a value from the right RDD are dropped. If a value from the right RDD does not overlap any values in the left RDD, it will be paired with a None in the product of the join.

    genomicRdd

    The right RDD in the join.

    returns

    Returns a new genomic RDD containing all pairs of keys that overlapped in the genomic coordinate space, and all keys from the right RDD that did not overlap a key in the left RDD.

    Definition Classes
    GenomicRDD
  45. def rightOuterShuffleRegionJoinAndGroupByLeft[X, Y <: GenomicRDD[X, Y], Z <: GenomicRDD[(Option[VariantContext], Iterable[X]), Z]](genomicRdd: GenomicRDD[X, Y], optPartitions: Option[Int] = None)(implicit tTag: ClassTag[VariantContext], xTag: ClassTag[X]): GenomicRDD[(Option[VariantContext], Iterable[X]), Z]

    Performs a sort-merge right outer join between this RDD and another RDD, followed by a groupBy on the left value, if not null.

    Performs a sort-merge right outer join between this RDD and another RDD, followed by a groupBy on the left value, if not null.

    In a sort-merge join, both RDDs are co-partitioned and sorted. The partitions are then zipped, and we do a merge join on each partition. The key equality function used for this join is the reference region overlap function. In the same operation, we group all values by the left item in the RDD. Since this is a right outer join, all values from the right RDD who did not overlap a value from the left RDD are placed into a length-1 Iterable with a None key.

    genomicRdd

    The right RDD in the join.

    returns

    Returns a new genomic RDD containing all pairs of keys that overlapped in the genomic coordinate space, grouped together by the value they overlapped in the left RDD, and all values from the right RDD that did not overlap an item in the left RDD.

    Definition Classes
    GenomicRDD
  46. val samples: Seq[Sample]

    The genotyped samples in this RDD of VariantContexts.

    The genotyped samples in this RDD of VariantContexts.

    Definition Classes
    VariantContextRDDMultisampleGenomicRDD
  47. def saveAsVcf(filePath: String, asSingleFile: Boolean = false, stringency: ValidationStringency = ValidationStringency.LENIENT): Unit

    Converts an RDD of ADAM VariantContexts to HTSJDK VariantContexts and saves to disk as VCF.

    Converts an RDD of ADAM VariantContexts to HTSJDK VariantContexts and saves to disk as VCF.

    filePath

    The filepath to save to.

    asSingleFile

    If true, saves the output as a single file by merging the sharded output after completing the write to HDFS. If false, the output of this call will be written as shards, where each shard has a valid VCF header. Default is false.

    stringency

    The validation stringency to use when writing the VCF.

  48. def saveAsVcf(args: SaveArgs, sortOnSave: Boolean): Unit

    Converts an RDD of ADAM VariantContexts to HTSJDK VariantContexts and saves to disk as VCF.

    Converts an RDD of ADAM VariantContexts to HTSJDK VariantContexts and saves to disk as VCF.

    sortOnSave

    Whether to sort before saving.

  49. val sequences: SequenceDictionary

    The genome sequence these variants were called against.

    The genome sequence these variants were called against.

    Definition Classes
    VariantContextRDDGenomicRDD
  50. def shuffleRegionJoin[X, Y <: GenomicRDD[X, Y], Z <: GenomicRDD[(VariantContext, X), Z]](genomicRdd: GenomicRDD[X, Y], optPartitions: Option[Int] = None)(implicit tTag: ClassTag[VariantContext], xTag: ClassTag[X]): GenomicRDD[(VariantContext, X), Z]

    Performs a sort-merge inner join between this RDD and another RDD.

    Performs a sort-merge inner join between this RDD and another RDD.

    In a sort-merge join, both RDDs are co-partitioned and sorted. The partitions are then zipped, and we do a merge join on each partition. The key equality function used for this join is the reference region overlap function. Since this is an inner join, all values who do not overlap a value from the other RDD are dropped.

    genomicRdd

    The right RDD in the join.

    returns

    Returns a new genomic RDD containing all pairs of keys that overlapped in the genomic coordinate space.

    Definition Classes
    GenomicRDD
  51. def shuffleRegionJoinAndGroupByLeft[X, Y <: GenomicRDD[X, Y], Z <: GenomicRDD[(VariantContext, Iterable[X]), Z]](genomicRdd: GenomicRDD[X, Y], optPartitions: Option[Int] = None)(implicit tTag: ClassTag[VariantContext], xTag: ClassTag[X]): GenomicRDD[(VariantContext, Iterable[X]), Z]

    Performs a sort-merge inner join between this RDD and another RDD, followed by a groupBy on the left value.

    Performs a sort-merge inner join between this RDD and another RDD, followed by a groupBy on the left value.

    In a sort-merge join, both RDDs are co-partitioned and sorted. The partitions are then zipped, and we do a merge join on each partition. The key equality function used for this join is the reference region overlap function. Since this is an inner join, all values who do not overlap a value from the other RDD are dropped. In the same operation, we group all values by the left item in the RDD.

    genomicRdd

    The right RDD in the join.

    returns

    Returns a new genomic RDD containing all pairs of keys that overlapped in the genomic coordinate space, grouped together by the value they overlapped in the left RDD..

    Definition Classes
    GenomicRDD
  52. def sort(): VariantContextRDD

    Sorts our genome aligned data by reference positions, with contigs ordered by index.

    Sorts our genome aligned data by reference positions, with contigs ordered by index.

    returns

    Returns a new RDD containing sorted data.

    Definition Classes
    GenomicRDD
    Note

    Does not support data that is unaligned or where objects align to multiple positions.

    See also

    sortLexicographically

  53. def sortLexicographically(): VariantContextRDD

    Sorts our genome aligned data by reference positions, with contigs ordered lexicographically.

    Sorts our genome aligned data by reference positions, with contigs ordered lexicographically.

    returns

    Returns a new RDD containing sorted data.

    Definition Classes
    GenomicRDD
    Note

    Does not support data that is unaligned or where objects align to multiple positions.

    See also

    sort

  54. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef
  55. def toGenotypeRDD: GenotypeRDD

    returns

    Returns a GenotypeRDD containing the Genotypes in this RDD.

  56. def toVariantRDD: VariantRDD

    returns

    Returns the Variants in this RDD.

  57. def transform(tFn: (RDD[VariantContext]) ⇒ RDD[VariantContext]): VariantContextRDD

    Applies a function that transforms the underlying RDD into a new RDD.

    Applies a function that transforms the underlying RDD into a new RDD.

    tFn

    A function that transforms the underlying RDD.

    returns

    A new RDD where the RDD of genomic data has been replaced, but the metadata (sequence dictionary, and etc) is copied without modification.

    Definition Classes
    GenomicRDD
  58. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  59. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  60. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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Inherited from Serializable

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Inherited from Equals

Inherited from Logging

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